Author

Nicolas Cuperlier

Centre National de la Recherche ScientifiqueORCID 0000-0001-7610-3143Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Marwen BelkaidiD· 1 shared Roberto SauttoiD· 1 shared Thanos ManosiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Marwen BelkaidORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMay 26, 2026

Using Disinhibition versus Direct Control in a Spiking Neural Model of Dopamine-Driven Reinforcement Learning

Roberto Sautto, Nicolas Cuperlier, Thanos Manos, Marwen Belkaid

This study compares two spiking neural models of dopamine-driven reinforcement learning, finding that the disinhibition model outperforms the direct control model in learning tasks.

DOI 10.64898/2026.05.22.727086

statistical modelbenchmarking

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